World Bank Partnerships cities_out.html

Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Cover photos Julianne Baker Gallegos World Bank

Label: 0, with a score of: 1

KNOWLEDGE PAPERS BUILDING SUSTAINABILITY IN AN URBANIZING WORLD Partnership Report Written by Daniel Hoornweg and Mila Freire Edited by Daniel Hoornweg Mila Freire Julianne Baker Gallegos and Artessa Saldivar Sali July No

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Word	Score	PoS
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Urban Development Series Produced by the World Bank Urban Development and Resilience Unit of the Sustainable Development Network the Urban Development Series discusses the challenge of urbanization and what it will mean for developing countries in the decades ahead

Label: 11, with a score of: 0.908682349971993

Word	Score	PoS
urban	0.27622591898666	JJ
development	0.0100241617629471	NN
produce	0	VB
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decade	0.055245183797332	NN

The Series aims to explore and delve more substantively into the core issues framed by the World Bank Urban Strategy Systems of Cities Harnessing Urbanization for Growth and Poverty Alleviation

Label: 11, with a score of: 0.847908506560043

Word	Score	PoS
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poverty	0.0164178645080222	NN

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Word	Score	PoS
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poverty	0.269969049497485	NN

Label: 8, with a score of: 0.276177514822677

Word	Score	PoS
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Across the five domains of the Urban Strategy the Series provides focal point for publications that seek to foster better understanding of the core elements of the city system ii pro poor policies iii city economies iv urban land and housing markets sustainable urban environment and other urban issues germane to the urban development agenda for sustainable cities and communities

Label: 11, with a score of: 0.962221150594811

Word	Score	PoS
urban	0.27622591898666	JJ
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environment	0.0268848280079943	NN
issue	0	NN
development	0.0100241617629471	NN
agenda	0	NN
community	0	NN

Label: 1, with a score of: 0.126451434184582

Word	Score	PoS
urban	0	JJ
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seek	0.120266261535276	VB
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economy	0	NN
land	0.0319966432858631	NN
housing	0	NN
market	0	NN
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environment	0	NN
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agenda	0	NN
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Copyright World Bank All rights reserved Urban Development Resilience Unit World Bank Street NW Washington DC USA www

Label: 11, with a score of: 0.667358447243684

Word	Score	PoS
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reserve	0	NN
urban	0.27622591898666	JJ
development	0.0100241617629471	NN
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Label: 2, with a score of: 0.547144733218227

Word	Score	PoS
world	0.0124838525528648	NN
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worldbank

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org urban This publication is product of the staff of the World Bank Group

Label: 11, with a score of: 0.896773673652534

Word	Score	PoS
urban	0.27622591898666	JJ
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world	0.00626002771693937	NN
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It does not necessarily reflect the views of the Executive Directors of the World Bank or the governments they represent

Label: 17, with a score of: 0.745947367857602

Word	Score	PoS
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The World Bank does not guarantee the accuracy of the data included in this work

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Word	Score	PoS
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Label: 8, with a score of: 0.455218562265394

Word	Score	PoS
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This note is provided for information only

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Word	Score	PoS
information	0.0675706773907211	NN

Label: 12, with a score of: 0.405522447948709

Word	Score	PoS
information	0.0365348149782971	NN

The World Bank has no responsibility for the persistence or accuracy of URLs and citations for external or third party sources referred to in this publication and does not guarantee that any content is or will remain accurate or appropriate

Label: 0, with a score of: 1

TABLE OF CONTENTS Abbreviations and Acronyms viii Foreword ix Acknowledgements Introduction xii xiii About This Report xiv About the Partnership PART I

Label: 17, with a score of: 0.983134954556699

Word	Score	PoS
introduction	0	NN
report	0	NN
partnership	0.3914644359026	NN

WHY URBAN SUSTAINABILITY MATTERS

Label: 11, with a score of: 0.966188480208834

Word	Score	PoS
urban	0.27622591898666	JJ
sustainability	0	NN

Sustainable Development in the Urban Century Key Messages Local Impacts Global Change Locking In Green Growth Defining Sustainable Cities The Urban Ecosystem How Can Cities Be Made More Sustainable

Label: 11, with a score of: 0.874233422393787

Word	Score	PoS
sustainable	0.00782503464617421	JJ
development	0.0100241617629471	NN
urban	0.27622591898666	JJ
century	0	NN
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local	0.0194583992186006	JJ
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change	0.0315914058171786	NN
lock	0	NN
green	0.04477822029736	JJ
growth	0	NN
city	0.607697021770652	NN
ecosystem	0	NN

Label: 13, with a score of: 0.341813097797092

Word	Score	PoS
sustainable	0	JJ
development	0	NN
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century	0.219293228426234	NN
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change	0.402565546215053	NN
lock	0	NN
green	0.0335649154577099	JJ
growth	0	NN
city	0	NN
ecosystem	0	NN

Label: 15, with a score of: 0.139669714819211

Word	Score	PoS
sustainable	0.00664197120025784	JJ
development	0.0106357666046841	NN
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lock	0	NN
green	0	JJ
growth	0	NN
city	0	NN
ecosystem	0.134075577362426	NN

Label: 8, with a score of: 0.126571342168667

Word	Score	PoS
sustainable	0.00688808874408283	JJ
development	0.0055149369084567	NN
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Economics of Green Cities Key Messages Urban Density Efficiency and Productivity Incentives Business Opportunities and Challenges Recession Investing and Sustainable Finance The Need for Knowledge Co benefits of Reducing Greenhouse Gas Emissions PART II

Label: 11, with a score of: 0.844907759198037

Word	Score	PoS
economics	0	NNS
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density	0.0731385760866977	NN
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finance	0	NN
knowledge	0	NN
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gas	0	NN
emission	0.0373517915079663	NN

Label: 13, with a score of: 0.271937461870596

Word	Score	PoS
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incentive	0	NN
business	0	NN
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invest	0	VB
sustainable	0	JJ
finance	0	NN
knowledge	0	NN
reduce	0.00375696197697663	VB
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gas	0.0671298309154199	NN
emission	0.19598742448524	NN

THE PATH TO SUSTAINABILITY

Label: 12, with a score of: 0.742570353158457

Word	Score	PoS
sustainability	0.0409791940864438	NN

Label: 17, with a score of: 0.669768072253467

Word	Score	PoS
sustainability	0.036961556179878	NN

Building Clean and Efficient Cities Key Messages Land Management and Policy Energy Buildings Photo Shutterstock IV URBAN DEVELOPMENT SERIES KNOWLEDGE PAPERS Embodied Energy and Historic Buildings Transportation Water Solid Waste Management

Label: 11, with a score of: 0.622425678289949

Word	Score	PoS
building	0.0747035830159326	NN
clean	0	JJ
city	0.607697021770652	NN
key	0	NN
land	0.0389167984372011	NN
management	0.0687164195125178	NN
policy	0.0136980135278128	NN
energy	0.0492535935240667	NN
urban	0.27622591898666	JJ
development	0.0100241617629471	NN
knowledge	0	NN
transportation	0.04477822029736	NN
water	0.0458109463416786	NN
waste	0.0373517915079663	NN

Label: 7, with a score of: 0.515877807450637

Word	Score	PoS
building	0	NN
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management	0	NN
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energy	0.494617163780726	NN
urban	0	JJ
development	0	NN
knowledge	0	NN
transportation	0	NN
water	0	NN
waste	0.0625160381065121	NN

Label: 6, with a score of: 0.329465929153704

Word	Score	PoS
building	0.0348974218717993	NN
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city	0	NN
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energy	0.0153390539205676	NN
urban	0	JJ
development	0	NN
knowledge	0	NN
transportation	0	NN
water	0.556409482163189	NN
waste	0	NN

Label: 12, with a score of: 0.304850142019011

Word	Score	PoS
building	0	NN
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city	0	NN
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land	0.0144336476662975	NN
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policy	0.0203215381458133	NN
energy	0.133960988253756	NN
urban	0	JJ
development	0.022306853314744	NN
knowledge	0	NN
transportation	0.0332151194779746	NN
water	0.186896403054502	NN
waste	0.138532104381853	NN

Label: 17, with a score of: 0.256695806678636

Word	Score	PoS
building	0.149940347231585	NN
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city	0	NN
key	0	NN
land	0	NN
management	0	NN
policy	0.0641521854453136	NN
energy	0.0109843026967392	NN
urban	0	JJ
development	0.0469463607292177	NN
knowledge	0.0499801157438617	NN
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water	0	NN
waste	0	NN

Building Adaptive and Resilient Cities Key Messages Climate Change Vulnerability in Urban Areas Adaptation Planning at the City Level Assessing Risks and Developing Resilience

Label: 11, with a score of: 0.858008717414263

Word	Score	PoS
building	0.0747035830159326	NN
adaptive	0	JJ
resilient	0.0747035830159326	JJ
city	0.607697021770652	NN
key	0	NN
climate	0.0229054731708393	NN
change	0.0315914058171786	NN
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plan	0.0583751976558017	NN
level	0.00692515656684925	NN
risk	0.0631828116343571	NN
develop	0	VB
resilience	0.0373517915079663	NN

Label: 13, with a score of: 0.424515341521921

Word	Score	PoS
building	0	NN
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resilient	0.0279982034978914	JJ
city	0	NN
key	0	NN
climate	0.291881734282273	NN
change	0.402565546215053	NN
vulnerability	0	NN
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adaptation	0.0671298309154199	NN
plan	0.0291713033871158	NN
level	0.0415277415054218	NN
risk	0	NN
develop	0	VB
resilience	0.0279982034978914	NN

Label: 17, with a score of: 0.0796093071735795

Word	Score	PoS
building	0.149940347231585	NN
adaptive	0	JJ
resilient	0	JJ
city	0	NN
key	0	NN
climate	0	NN
change	0	NN
vulnerability	0	NN
urban	0	JJ
adaptation	0	NN
plan	0.0130185595639838	NN
level	0.0138997399903163	NN
risk	0	NN
develop	0	VB
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Measuring Urban Sustainability Key Messages Urban Metabolism Measuring Inputs and Outputs The Large Urban Areas Compendium Typology of the Largest Cities The Case for an Urban Resilience Index Tracking Progress with City Indicators PART III

Label: 11, with a score of: 0.973161104985538

Word	Score	PoS
measure	0	NN
urban	0.27622591898666	JJ
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city	0.607697021770652	NN
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progress	0	NN

THE ROLE OF INSTITUTIONS AND PARTNERSHIPS

Label: 17, with a score of: 0.816284451576946

Word	Score	PoS
institution	0.0249900578719309	NN
partnership	0.3914644359026	NN

Label: 16, with a score of: 0.537997563201619

Word	Score	PoS
institution	0.274477239401321	NN
partnership	0	NN

Governance and Implementation Key Messages Local Government National Government Public Private Partnerships Multilateral Institutions Municipal Networks and Civil Society Participation in Urban Governance

Label: 17, with a score of: 0.681471317375267

Word	Score	PoS
governance	0	NN
implementation	0.017987180284335	NN
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municipal	0	JJ
civil	0.0978661089756501	JJ
society	0.0359743605686701	NN
participation	0	NN
urban	0	JJ

Label: 16, with a score of: 0.564434718024613

Word	Score	PoS
governance	0.107490825192354	NN
implementation	0	NN
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government	0	NN
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public	0.0285977592242194	NN
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municipal	0	JJ
civil	0	JJ
society	0.118536858482514	NN
participation	0.0548954478802642	NN
urban	0	JJ

Label: 11, with a score of: 0.338377375242256

Word	Score	PoS
governance	0	NN
implementation	0	NN
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public	0.0583751976558017	NN
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urban	0.27622591898666	JJ

Learning and Innovation Key Messages Governments Communities and Informal Networks Private Sector The Development Community PART IV

Label: 4, with a score of: 0.489156661285539

Word	Score	PoS
learn	0.244520809605025	VB
innovation	0	NN
key	0	NN
government	0	NN
community	0	NN
private	0	JJ
sector	0	NN
development	0.0279277626235394	NN

Label: 9, with a score of: 0.515493526798701

Word	Score	PoS
learn	0	VB
innovation	0.122982418460916	NN
key	0	NN
government	0	NN
community	0.0188543197850406	NN
private	0.0368585655748969	JJ
sector	0.0565629593551219	NN
development	0.0330049940546426	NN

Label: 17, with a score of: 0.505784706514001

Word	Score	PoS
learn	0	VB
innovation	0.0499801157438617	NN
key	0	NN
government	0.048933054487825	NN
community	0	NN
private	0.0898760357768464	JJ
sector	0.0459744293658165	NN
development	0.0469463607292177	NN

THE PATH FORWARD

Label: 0, with a score of: 1

Next Steps Toward Sustainable Cities Next Steps for Cities and Their Partners Next Steps for the Sustainable Cities Partnership References Annexes BUILDING SUSTAINABILITY IN AN URBANIZING WORLD List of Tables

Label: 11, with a score of: 0.947842054325289

Word	Score	PoS
sustainable	0.00782503464617421	JJ
city	0.607697021770652	NN
partnership	0	NN
building	0.0747035830159326	NN
sustainability	0	NN
world	0.00626002771693937	NN

Label: 17, with a score of: 0.299006191755443

Word	Score	PoS
sustainable	0.0115176738164035	JJ
city	0	NN
partnership	0.3914644359026	NN
building	0.149940347231585	NN
sustainability	0.036961556179878	NN
world	0.00418824502414673	NN

Infrastructure Levels of Countries by Income

Label: 9, with a score of: 0.770944217294512

Word	Score	PoS
infrastructure	0.192202909044225	NN
level	0	NN
country	0	NN
income	0.110649350233433	NN

Label: 10, with a score of: 0.423781559547467

Word	Score	PoS
infrastructure	0	NN
level	0	NN
country	0	NN
income	0.166475342664294	NN

The Melbourne Principles of Urban Sustainability

Label: 11, with a score of: 0.852700049412013

Word	Score	PoS
principle	0	NN
urban	0.27622591898666	JJ
sustainability	0	NN

Label: 10, with a score of: 0.452576660519186

Word	Score	PoS
principle	0.0977392570420122	NN
urban	0.0488696285210061	JJ
sustainability	0	NN

Technology Based Initiatives in cities

Label: 11, with a score of: 0.893705495982999

Word	Score	PoS
technology	0	NN
base	0	NN
initiative	0	NN
city	0.607697021770652	NN

Examples of Policies to Improve Building Energy Efficiency

Label: 7, with a score of: 0.789915194464247

Word	Score	PoS
policy	0	NN
improve	0.0229264916384433	VB
building	0	NN
energy	0.494617163780726	NN

Label: 17, with a score of: 0.371505129022145

Word	Score	PoS
policy	0.0641521854453136	NN
improve	0.0183291958415182	VB
building	0.149940347231585	NN
energy	0.0109843026967392	NN

Label: 12, with a score of: 0.235477936145592

Word	Score	PoS
policy	0.0203215381458133	NN
improve	0	VB
building	0	NN
energy	0.133960988253756	NN

Examples of Urban Metabolism Studies

Label: 11, with a score of: 0.968377149278771

Word	Score	PoS
urban	0.27622591898666	JJ
study	0	NN

Categories of Urban Metabolism Parameters

Label: 11, with a score of: 0.984707888374301

Word	Score	PoS
urban	0.27622591898666	JJ

Examples of Private Participation in Public Services Key Challenges for Sustainable Urban Development

Label: 11, with a score of: 0.730969005132867

Word	Score	PoS
private	0	JJ
participation	0	NN
public	0.0583751976558017	NN
service	0.0269743071558856	NN
key	0	NN
challenge	0.0947742174515357	NN
sustainable	0.00782503464617421	JJ
urban	0.27622591898666	JJ
development	0.0100241617629471	NN

Label: 5, with a score of: 0.329817993513474

Word	Score	PoS
private	0.0558185411034276	JJ
participation	0.0465610847355851	NN
public	0.0727679293221751	NN
service	0.022416649027415	NN
key	0	NN
challenge	0	NN
sustainable	0.00390173629172995	JJ
urban	0	JJ
development	0.0124956749436837	NN

Moving Forward in the Sustainable Cities Partnership List of Figures

Label: 11, with a score of: 0.827128514474855

Word	Score	PoS
move	0	NN
sustainable	0.00782503464617421	JJ
city	0.607697021770652	NN
partnership	0	NN
figure	0	NN

Label: 17, with a score of: 0.541520795716381

Word	Score	PoS
move	0	NN
sustainable	0.0115176738164035	JJ
city	0	NN
partnership	0.3914644359026	NN
figure	0	NN

Shares of World Urban Population and Regional Totals

Label: 11, with a score of: 0.74345415474885

Word	Score	PoS
share	0	NN
world	0.00626002771693937	NN
urban	0.27622591898666	JJ
population	0.0194583992186006	NN
regional	0.0315914058171786	JJ
total	0	NN

Label: 10, with a score of: 0.306940015948365

Word	Score	PoS
share	0	NN
world	0.00276879546803864	NN
urban	0.0488696285210061	JJ
population	0.0860640399817412	NN
regional	0	JJ
total	0	NN

Population Growth in the Largest Urban Areas

Label: 11, with a score of: 0.606329230102219

Word	Score	PoS
population	0.0194583992186006	NN
growth	0	NN
largest	0	JJS
urban	0.27622591898666	JJ

Label: 8, with a score of: 0.515493046814876

Word	Score	PoS
population	0.0428212738652355	NN
growth	0.208565600657229	NN
largest	0	JJS
urban	0	JJ

Label: 10, with a score of: 0.505915176367724

Word	Score	PoS
population	0.0860640399817412	NN
growth	0.11178243319132	NN
largest	0	JJS
urban	0.0488696285210061	JJ

Characteristics of Sustainable City

Label: 11, with a score of: 0.990117725693405

Word	Score	PoS
characteristic	0	JJ
sustainable	0.00782503464617421	JJ
city	0.607697021770652	NN

Hierarchy Model for Developing Sustainable City

Label: 11, with a score of: 0.995778113359572

Word	Score	PoS
develop	0	VB
sustainable	0.00782503464617421	JJ
city	0.607697021770652	NN

Value of Urban Sustainability Initiatives for Different Stakeholders

Label: 11, with a score of: 0.811677025387755

Word	Score	PoS
urban	0.27622591898666	JJ
sustainability	0	NN
initiative	0	NN
stakeholder	0	NN

Label: 17, with a score of: 0.434439260209098

Word	Score	PoS
urban	0	JJ
sustainability	0.036961556179878	NN
initiative	0.036961556179878	NN
stakeholder	0.0739231123597559	NN

How Cities Are Reducing Emissions

Label: 11, with a score of: 0.942261142961496

Word	Score	PoS
city	0.607697021770652	NN
reduce	0.0200483235258943	VB
emission	0.0373517915079663	NN

Label: 13, with a score of: 0.282983286910993

Word	Score	PoS
city	0	NN
reduce	0.00375696197697663	VB
emission	0.19598742448524	NN

African Urbanization Trend

Label: 11, with a score of: 1

Word	Score	PoS
african	0	IN
urbanization	0.146277152173395	NN

Spatial Growth of Three African Cities

Label: 11, with a score of: 0.923019452437166

Word	Score	PoS
growth	0	NN
african	0	IN
city	0.607697021770652	NN

Label: 8, with a score of: 0.316786325453671

Word	Score	PoS
growth	0.208565600657229	NN
african	0	IN
city	0	NN

Energy Consumption Sectors Across Sample of Cities

Label: 11, with a score of: 0.714594653046577

Word	Score	PoS
energy	0.0492535935240667	NN
consumption	0.08955644059472	NN
sector	0	NN
city	0.607697021770652	NN

Label: 7, with a score of: 0.473472792727518

Word	Score	PoS
energy	0.494617163780726	NN
consumption	0	NN
sector	0	NN
city	0	NN

Label: 12, with a score of: 0.462450622683184

Word	Score	PoS
energy	0.133960988253756	NN
consumption	0.332151194779746	NN
sector	0.0169905820958638	NN
city	0	NN

Label: 8, with a score of: 0.165619598861056

Word	Score	PoS
energy	0	NN
consumption	0.147812295323721	NN
sector	0.0252035516550537	NN
city	0	NN

Costs of Renewable Energy

Label: 7, with a score of: 0.93456124153335

Word	Score	PoS
cost	0	NN
renewable	0.158624482267508	JJ
energy	0.494617163780726	NN

Label: 12, with a score of: 0.26481498233942

Word	Score	PoS
cost	0.0277064208763707	NN
renewable	0.0234335422829798	JJ
energy	0.133960988253756	NN

Carbon Dioxide Emissions from Buildings

Label: 13, with a score of: 0.717098209907644

Word	Score	PoS
carbon	0.0559964069957828	NN
dioxide	0.0414107553022249	NN
emission	0.19598742448524	NN
building	0	NN

Label: 17, with a score of: 0.366475591017413

Word	Score	PoS
carbon	0	NN
dioxide	0	NN
emission	0	NN
building	0.149940347231585	NN

Label: 11, with a score of: 0.365172420130493

Word	Score	PoS
carbon	0.0373517915079663	NN
dioxide	0	NN
emission	0.0373517915079663	NN
building	0.0747035830159326	NN

Label: 7, with a score of: 0.305596224580771

Word	Score	PoS
carbon	0.0625160381065121	NN
dioxide	0	NN
emission	0.0625160381065121	NN
building	0	NN

Estimated Economic Mitigation Potential

Label: 8, with a score of: 0.453257553405173

Word	Score	PoS
estimate	0	NN
economic	0.128463821595706	JJ
mitigation	0	NN
potential	0	NN

Label: 10, with a score of: 0.364390618747647

Word	Score	PoS
estimate	0	NN
economic	0.103276847978089	JJ
mitigation	0	NN
potential	0	NN

Label: 9, with a score of: 0.351551668564586

Word	Score	PoS
estimate	0.0221298700466866	NN
economic	0.0320338181740375	JJ
mitigation	0	NN
potential	0.0454743001434393	NN

Label: 1, with a score of: 0.338680262025143

Word	Score	PoS
estimate	0	NN
economic	0.0959899298575892	JJ
mitigation	0	NN
potential	0	NN

Label: 11, with a score of: 0.332230733612492

Word	Score	PoS
estimate	0	NN
economic	0.0389167984372011	JJ
mitigation	0.055245183797332	NN
potential	0	NN

Energy Consumption in U

Label: 7, with a score of: 0.69481362444563

Word	Score	PoS
energy	0.494617163780726	NN
consumption	0	NN

Label: 12, with a score of: 0.654771243311216

Word	Score	PoS
energy	0.133960988253756	NN
consumption	0.332151194779746	NN

Label: 8, with a score of: 0.207639370753888

Word	Score	PoS
energy	0	NN
consumption	0.147812295323721	NN

Commercial Buildings of Different Ages

Label: 17, with a score of: 0.61215234222243

Word	Score	PoS
commercial	0	JJ
building	0.149940347231585	NN
age	0.0153248097886055	NN

Label: 1, with a score of: 0.418539111066123

Word	Score	PoS
commercial	0	JJ
building	0	NN
age	0.112994637345193	NN

Label: 16, with a score of: 0.406672254492792

Word	Score	PoS
commercial	0	JJ
building	0.109790895760528	NN
age	0	NN

Label: 3, with a score of: 0.330825590604909

Word	Score	PoS
commercial	0	JJ
building	0	NN
age	0.0893142758861673	NN

Waste Production Per Capita

Label: 12, with a score of: 0.840587569785927

Word	Score	PoS
waste	0.138532104381853	NN
production	0.118934074671047	NN
capita	0.0332151194779746	NN

Current Waste Production and Urbanization by Region

Label: 12, with a score of: 0.651641815623486

Word	Score	PoS
current	0.0332151194779746	JJ
waste	0.138532104381853	NN
production	0.118934074671047	NN
urbanization	0	NN
region	0	NN

Label: 1, with a score of: 0.413068288470084

Word	Score	PoS
current	0	JJ
waste	0	NN
production	0	NN
urbanization	0	NN
region	0.184259548107002	NN

Label: 11, with a score of: 0.411654615781331

Word	Score	PoS
current	0	JJ
waste	0.0373517915079663	NN
production	0	NN
urbanization	0.146277152173395	NN
region	0	NN

Projected Waste Production and Urbanization by Region in

Label: 12, with a score of: 0.687623221472783

Word	Score	PoS
project	0.0664302389559493	NN
waste	0.138532104381853	NN
production	0.118934074671047	NN
urbanization	0	NN
region	0	NN

Label: 1, with a score of: 0.391177972375706

Word	Score	PoS
project	0	NN
waste	0	NN
production	0	NN
urbanization	0	NN
region	0.184259548107002	NN

Label: 11, with a score of: 0.389839216457073

Word	Score	PoS
project	0	NN
waste	0.0373517915079663	NN
production	0	NN
urbanization	0.146277152173395	NN
region	0	NN

Physical Effects of Climate Change Identified by Cities

Label: 13, with a score of: 0.68783694054029

Word	Score	PoS
effect	0	NN
climate	0.291881734282273	NN
change	0.402565546215053	NN
city	0	NN

Label: 11, with a score of: 0.655890575906774

Word	Score	PoS
effect	0	NN
climate	0.0229054731708393	NN
change	0.0315914058171786	NN
city	0.607697021770652	NN

Megacities Threatened by Sea Level Rise and Storm Surges VI URBAN DEVELOPMENT SERIES KNOWLEDGE PAPERS

Label: 13, with a score of: 0.607570020262162

Word	Score	PoS
threaten	0	VB
sea	0.16782457728855	NN
level	0.0415277415054218	NN
rise	0.120914181920259	NN
urban	0	JJ
development	0	NN
knowledge	0	NN

Label: 11, with a score of: 0.588793898120915

Word	Score	PoS
threaten	0	VB
sea	0	NN
level	0.00692515656684925	NN
rise	0.0268848280079943	NN
urban	0.27622591898666	JJ
development	0.0100241617629471	NN
knowledge	0	NN

Essential Considerations for Resilience in Urban Systems

Label: 11, with a score of: 0.87856467136348

Word	Score	PoS
essential	0	JJ
resilience	0.0373517915079663	NN
urban	0.27622591898666	JJ
system	0.0315914058171786	NN

The Urban Metabolism of Amman Jordan

Label: 11, with a score of: 0.984707888374301

Word	Score	PoS
urban	0.27622591898666	JJ

Standard Urban Metabolism Classification System

Label: 11, with a score of: 0.926943512727578

Word	Score	PoS
standard	0	NN
urban	0.27622591898666	JJ
system	0.0315914058171786	NN

The World Largest Urban Areas

Label: 11, with a score of: 0.928469705038565

Word	Score	PoS
world	0.00626002771693937	NN
largest	0	JJS
urban	0.27622591898666	JJ

Typology of the Largest Urban Areas Based on Emissions and GDP

Label: 11, with a score of: 0.741370788133629

Word	Score	PoS
largest	0	JJS
urban	0.27622591898666	JJ
base	0	NN
emission	0.0373517915079663	NN
gdp	0	NN

Label: 13, with a score of: 0.463359947126702

Word	Score	PoS
largest	0	JJS
urban	0	JJ
base	0	NN
emission	0.19598742448524	NN
gdp	0	NN

Label: 14, with a score of: 0.341474338799401

Word	Score	PoS
largest	0.0325700316331562	JJS
urban	0	JJ
base	0.058665107245718	NN
emission	0	NN
gdp	0.0531983120572613	NN

Per Capita Carbon Dioxide Emissions from Four Major Chinese Cities

Label: 11, with a score of: 0.882576534037702

Word	Score	PoS
capita	0.04477822029736	NN
carbon	0.0373517915079663	NN
dioxide	0	NN
emission	0.0373517915079663	NN
major	0	JJ
city	0.607697021770652	NN

Label: 13, with a score of: 0.391498040818888

Word	Score	PoS
capita	0	NN
carbon	0.0559964069957828	NN
dioxide	0.0414107553022249	NN
emission	0.19598742448524	NN
major	0.0291713033871158	JJ
city	0	NN

Greenhouse Gas Intensity versus GDP Per Capita

Label: 7, with a score of: 0.823399860454492

Word	Score	PoS
greenhouse	0.0749457204978913	NN
gas	0.0749457204978913	NN
intensity	0.122412709674631	NN
gdp	0	NN
capita	0	NN

Label: 13, with a score of: 0.405977604616043

Word	Score	PoS
greenhouse	0.0671298309154199	NN
gas	0.0671298309154199	NN
intensity	0	NN
gdp	0	NN
capita	0	NN

Label: 12, with a score of: 0.301310038893746

Word	Score	PoS
greenhouse	0.0332151194779746	NN
gas	0.0332151194779746	NN
intensity	0	NN
gdp	0	NN
capita	0.0332151194779746	NN

GDP and Greenhouse Gas Emissions by Country Income

Label: 13, with a score of: 0.673041055188298

Word	Score	PoS
gdp	0	NN
greenhouse	0.0671298309154199	NN
gas	0.0671298309154199	NN
emission	0.19598742448524	NN
country	0	NN
income	0	NN

Label: 10, with a score of: 0.339275484727129

Word	Score	PoS
gdp	0	NN
greenhouse	0	NN
gas	0	NN
emission	0	NN
country	0	NN
income	0.166475342664294	NN

Label: 7, with a score of: 0.524589158638614

Word	Score	PoS
gdp	0	NN
greenhouse	0.0749457204978913	NN
gas	0.0749457204978913	NN
emission	0.0625160381065121	NN
country	0	NN
income	0.0449973847138318	NN

Carbon Dioxide Emissions versus Urbanization

Label: 13, with a score of: 0.737757733919066

Word	Score	PoS
carbon	0.0559964069957828	NN
dioxide	0.0414107553022249	NN
emission	0.19598742448524	NN
urbanization	0	NN

Label: 11, with a score of: 0.55566889703214

Word	Score	PoS
carbon	0.0373517915079663	NN
dioxide	0	NN
emission	0.0373517915079663	NN
urbanization	0.146277152173395	NN

Label: 7, with a score of: 0.3144004196719

Word	Score	PoS
carbon	0.0625160381065121	NN
dioxide	0	NN
emission	0.0625160381065121	NN
urbanization	0	NN

Impacts of Natural Hazards by Region

Label: 1, with a score of: 0.666629806567306

Word	Score	PoS
impact	0	NN
natural	0.0376648791150643	JJ
hazard	0	NN
region	0.184259548107002	NN

Label: 12, with a score of: 0.4132518669853

Word	Score	PoS
impact	0.0866018859977851	NN
natural	0.0509717462875914	JJ
hazard	0	NN
region	0	NN

Label: 3, with a score of: 0.374995349125716

Word	Score	PoS
impact	0	NN
natural	0	JJ
hazard	0	NN
region	0.124837844401518	NN

Label: 13, with a score of: 0.347696068116498

Word	Score	PoS
impact	0.0437569550806737	NN
natural	0.0171695137813101	JJ
hazard	0.0548233071065585	NN
region	0	NN

Social Media Impact on Collective Action

Label: 12, with a score of: 0.573151466491368

Word	Score	PoS
social	0.0169905820958638	JJ
media	0.0542519672965169	NNS
impact	0.0866018859977851	NN
action	0.0121782716594324	NN

Label: 1, with a score of: 0.471915540900827

Word	Score	PoS
social	0.112994637345193	JJ
media	0	NNS
impact	0	NN
action	0.0269969049497485	NN

Label: 10, with a score of: 0.39047818893182

Word	Score	PoS
social	0.101310366625194	JJ
media	0	NNS
impact	0	NN
action	0.0145231653596925	NN

Triangular Partnerships Leverage Members Comparative Advantages List of Boxes

Label: 17, with a score of: 1

Word	Score	PoS
triangular	0.0978661089756501	JJ
partnership	0.3914644359026	NN

Drivers of Urbanization

Label: 11, with a score of: 1

Word	Score	PoS
urbanization	0.146277152173395	NN

Key Concepts for Urban Sustainability

Label: 11, with a score of: 0.920442538099593

Word	Score	PoS
key	0	NN
urban	0.27622591898666	JJ
sustainability	0	NN

Finding the Energy for Growing Economies

Label: 7, with a score of: 0.910182201050713

Word	Score	PoS
energy	0.494617163780726	NN
grow	0	VB
economy	0.0625160381065121	NN

Label: 12, with a score of: 0.274365192101695

Word	Score	PoS
energy	0.133960988253756	NN
grow	0.0339811641917276	VB
economy	0	NN

Can Infrastructure Keep Up with Demand

Label: 9, with a score of: 0.914510970487751

Word	Score	PoS
infrastructure	0.192202909044225	NN
demand	0.030745604615229	NN

Engineer Definition of Sustainable System

Label: 2, with a score of: 0.675641374670032

Word	Score	PoS
sustainable	0.00374515576585943	JJ
system	0.0756001353333673	NN

Label: 1, with a score of: 0.486171910942569

Word	Score	PoS
sustainable	0.00514687440545096	JJ
system	0.0519476926891779	NN

Ecosystems and Ecosystem Services

Label: 15, with a score of: 0.894404466877539

Word	Score	PoS
ecosystem	0.134075577362426	NN
service	0.0127200410376242	NN

Economic Valuation of Ecosystem Services

Label: 8, with a score of: 0.46171153841494

Word	Score	PoS
economic	0.128463821595706	JJ
ecosystem	0	NN
service	0.0197870712294258	NN

Label: 15, with a score of: 0.457179241976002

Word	Score	PoS
economic	0	JJ
ecosystem	0.134075577362426	NN
service	0.0127200410376242	NN

Label: 1, with a score of: 0.437090861323413

Word	Score	PoS
economic	0.0959899298575892	JJ
ecosystem	0	NN
service	0.0443555132287109	NN

Label: 10, with a score of: 0.346415890644259

Word	Score	PoS
economic	0.103276847978089	JJ
ecosystem	0	NN
service	0.00795378154685591	NN

Payments for Ecosystem Services

Label: 15, with a score of: 0.82068144551861

Word	Score	PoS
ecosystem	0.134075577362426	NN
service	0.0127200410376242	NN

Case Study Urban Freshwater Resources in Los Angeles

Label: 11, with a score of: 0.858859479483445

Word	Score	PoS
study	0	NN
urban	0.27622591898666	JJ
freshwater	0	NN
resource	0.0449504361447405	NN

Label: 15, with a score of: 0.308064558915441

Word	Score	PoS
study	0.0517339898971162	NN
urban	0	JJ
freshwater	0.0316735178673487	NN
resource	0.0317953333768269	NN

The Push for Green Growth

Label: 8, with a score of: 0.822888549490072

Word	Score	PoS
green	0	JJ
growth	0.208565600657229	NN

Label: 10, with a score of: 0.441033823494459

Word	Score	PoS
green	0	JJ
growth	0.11178243319132	NN

Do Families Prefer the Suburbs

Label: 3, with a score of: 0.690581699607026

Word	Score	PoS
family	0.0624189222007589	NN

Label: 5, with a score of: 0.515135985988816

Word	Score	PoS
family	0.0465610847355851	NN

Label: 6, with a score of: 0.386093191910923

Word	Score	PoS
family	0.0348974218717993	NN

Case Study Benefits of Bus Rapid Transit in Bogotá

Label: 0, with a score of: 1

Clean Energy Investments Surging

Label: 7, with a score of: 0.947068597242165

Word	Score	PoS
clean	0.125032076213024	JJ
energy	0.494617163780726	NN
investment	0.0383371018038178	NN

Label: 12, with a score of: 0.192815925151363

Word	Score	PoS
clean	0	JJ
energy	0.133960988253756	NN
investment	0	NN

Case Study Low Carbon Urban Development in China

Label: 11, with a score of: 0.905382272253388

Word	Score	PoS
study	0	NN
carbon	0.0373517915079663	NN
urban	0.27622591898666	JJ
development	0.0100241617629471	NN

Case Study Systematizing Land Titles in Africa

Label: 15, with a score of: 0.905599472797051

Word	Score	PoS
study	0.0517339898971162	NN
land	0.123873694868802	NN
africa	0	IN

Connecting Transportation and Land Use Planning

Label: 11, with a score of: 0.610216697604944

Word	Score	PoS
transportation	0.04477822029736	NN
land	0.0389167984372011	NN
plan	0.0583751976558017	NN

Label: 15, with a score of: 0.591177133888862

Word	Score	PoS
transportation	0	NN
land	0.123873694868802	NN
plan	0.0137637438743113	NN

Market Based Incentives for Land Policy

Label: 15, with a score of: 0.500767288432697

Word	Score	PoS
market	0	NN
base	0.0190167691930804	NN
incentive	0.0390772412228479	NN
land	0.123873694868802	NN
policy	0	NN

Label: 17, with a score of: 0.412107041105467

Word	Score	PoS
market	0.030649619577211	NN
base	0.017987180284335	NN
incentive	0.036961556179878	NN
land	0	NN
policy	0.0641521854453136	NN

Label: 2, with a score of: 0.379555624478363

Word	Score	PoS
market	0.0913569596328122	NN
base	0	NN
incentive	0	NN
land	0.0465651203624806	NN
policy	0	NN

Label: 1, with a score of: 0.333685768693958

Word	Score	PoS
market	0	NN
base	0.0442083771593746	NN
incentive	0	NN
land	0.0319966432858631	NN
policy	0.0450489732120807	NN

Case Study Smart Homes in Stratford Ontario

Label: 1, with a score of: 0.707230649607044

Word	Score	PoS
study	0	NN
home	0.0908430554521382	NN

Label: 15, with a score of: 0.706982891063425

Word	Score	PoS
study	0.0517339898971162	NN
home	0.0390772412228479	NN

IBM Smart City Projects

Label: 11, with a score of: 0.987730317679545

Word	Score	PoS
city	0.607697021770652	NN
project	0	NN

The Commercial Building Retrofit Market Potential

Label: 17, with a score of: 0.65728061816621

Word	Score	PoS
commercial	0	JJ
building	0.149940347231585	NN
market	0.030649619577211	NN
potential	0	NN

Label: 16, with a score of: 0.399598211958844

Word	Score	PoS
commercial	0	JJ
building	0.109790895760528	NN
market	0	NN
potential	0	NN

Label: 2, with a score of: 0.33250550937205

Word	Score	PoS
commercial	0	JJ
building	0	NN
market	0.0913569596328122	NN
potential	0	NN

Label: 9, with a score of: 0.302755103187285

Word	Score	PoS
commercial	0	JJ
building	0	NN
market	0.0377086395700813	NN
potential	0.0454743001434393	NN

Case Study Reducing Operational Energy in the Empire State Building BUILDING SUSTAINABILITY IN AN URBANIZING WORLD

Label: 7, with a score of: 0.679741271930074

Word	Score	PoS
study	0	NN
reduce	0.00838876601975825	VB
energy	0.494617163780726	NN
building	0	NN
sustainability	0	NN
world	0.00261936653839306	NN

Label: 17, with a score of: 0.477741862873992

Word	Score	PoS
study	0	NN
reduce	0.00335331148065841	VB
energy	0.0109843026967392	NN
building	0.149940347231585	NN
sustainability	0.036961556179878	NN
world	0.00418824502414673	NN

Label: 12, with a score of: 0.271413097825416

Word	Score	PoS
study	0	NN
reduce	0.022306853314744	VB
energy	0.133960988253756	NN
building	0	NN
sustainability	0.0409791940864438	NN
world	0.00464349782489754	NN

Label: 16, with a score of: 0.32490486386205

Word	Score	PoS
study	0	NN
reduce	0.0220985725470694	VB
energy	0	NN
building	0.109790895760528	NN
sustainability	0	NN
world	0	NN

Label: 11, with a score of: 0.302438961473243

Word	Score	PoS
study	0	NN
reduce	0.0200483235258943	VB
energy	0.0492535935240667	NN
building	0.0747035830159326	NN
sustainability	0	NN
world	0.00626002771693937	NN

Measuring Embodied Energy

Label: 7, with a score of: 0.914656853036033

Word	Score	PoS
measure	0	NN
energy	0.494617163780726	NN

Label: 12, with a score of: 0.247723582839711

Word	Score	PoS
measure	0	NN
energy	0.133960988253756	NN

Case Study Reusing Historic Mansions in Qufu and Zoucheng

Label: 6, with a score of: 0.84252896783219

Word	Score	PoS
study	0	NN
reuse	0.103230094596636	NN

The Urgent Need for Sustainable Urban Transport

Label: 11, with a score of: 0.940160710735944

Word	Score	PoS
urgent	0	JJ
sustainable	0.00782503464617421	JJ
urban	0.27622591898666	JJ
transport	0.0747035830159326	NN

Congestion Pricing

Label: 11, with a score of: 1

Word	Score	PoS
congestion	0.0731385760866977	NN

Glossary of Terms Related to Adaptation

Label: 17, with a score of: 0.700612484284406

Word	Score	PoS
term	0.149793392961411	NN
related	0	JJ
adaptation	0	NN

Label: 13, with a score of: 0.392775788034883

Word	Score	PoS
term	0	NN
related	0.0168470026160727	JJ
adaptation	0.0671298309154199	NN

Label: 7, with a score of: 0.350535536891399

Word	Score	PoS
term	0.0749457204978913	NN
related	0	JJ
adaptation	0	NN

Benefits of Integrating Mitigation and Adaptation

Label: 13, with a score of: 0.717994218687294

Word	Score	PoS
integrate	0.0201523636533764	VB
mitigation	0.0828215106044499	NN
adaptation	0.0671298309154199	NN

Label: 11, with a score of: 0.649148282344783

Word	Score	PoS
integrate	0.0537696560159885	VB
mitigation	0.055245183797332	NN
adaptation	0.04477822029736	NN

Urbanization in Coastal Areas

Label: 14, with a score of: 0.87624123278694

Word	Score	PoS
urbanization	0	NN
coastal	0.265991560286306	JJ

Label: 11, with a score of: 0.481872703070036

Word	Score	PoS
urbanization	0.146277152173395	NN
coastal	0	JJ

Case Study Blackouts in India and the United States

Label: 13, with a score of: 0.793214704411042

Word	Score	PoS
study	0	NN
unite	0.0828215106044499	VB

Label: 15, with a score of: 0.495477095319245

Word	Score	PoS
study	0.0517339898971162	NN
unite	0	VB

Keeping Cities Safe in Extreme Weather

Label: 11, with a score of: 0.888555821700228

Word	Score	PoS
city	0.607697021770652	NN
safe	0.0916218926833571	JJ
extreme	0	JJ
weather	0	NN

Label: 1, with a score of: 0.374225667854101

Word	Score	PoS
city	0	NN
safe	0	JJ
extreme	0.294526332970048	JJ
weather	0	NN

Case Study Growing Risks and Multiple Stakeholders in Altos de Cazucá

Label: 17, with a score of: 0.560115866974766

Word	Score	PoS
study	0	NN
grow	0	VB
risk	0	NN
multiple	0.048933054487825	JJ
stakeholder	0.0739231123597559	NN

Label: 15, with a score of: 0.411606020635909

Word	Score	PoS
study	0.0517339898971162	NN
grow	0.016202004209163	VB
risk	0.0223459295604043	NN
multiple	0	JJ
stakeholder	0	NN

Label: 11, with a score of: 0.392486722623014

Word	Score	PoS
study	0	NN
grow	0.0229054731708393	VB
risk	0.0631828116343571	NN
multiple	0	JJ
stakeholder	0	NN

Incorporating Uncertainty in Adaptation Strategies

Label: 13, with a score of: 0.721413066406632

Word	Score	PoS
adaptation	0.0671298309154199	NN
strategy	0.0201523636533764	NN

Label: 11, with a score of: 0.370105190096799

Word	Score	PoS
adaptation	0.04477822029736	NN
strategy	0	NN

Label: 1, with a score of: 0.365395268587884

Word	Score	PoS
adaptation	0	NN
strategy	0.0442083771593746	NN

The Cost of Adapting Housing and Slums

Label: 11, with a score of: 0.96818975816913

Word	Score	PoS
cost	0	NN
housing	0.219415728260093	NN
slum	0.146277152173395	NN

Earth Observation

Label: 14, with a score of: 0.87200973331915

Word	Score	PoS
earth	0.0977100948994686	NN

Label: 11, with a score of: 0.399621389992319

Word	Score	PoS
earth	0.04477822029736	NN

Where Are the Borders of the Largest Cities

Label: 11, with a score of: 0.975520407963837

Word	Score	PoS
border	0	NN
largest	0	JJS
city	0.607697021770652	NN

Forecasting Climate Hazards

Label: 13, with a score of: 0.933169247237489

Word	Score	PoS
climate	0.291881734282273	NN
hazard	0.0548233071065585	NN

Label: 7, with a score of: 0.309557117671795

Word	Score	PoS
climate	0.115011305411453	NN
hazard	0	NN

Which Cities are Most at Risk from Climate Change

Label: 11, with a score of: 0.687499002159073

Word	Score	PoS
city	0.607697021770652	NN
risk	0.0631828116343571	NN
climate	0.0229054731708393	NN
change	0.0315914058171786	NN

Label: 13, with a score of: 0.658184642871894

Word	Score	PoS
city	0	NN
risk	0	NN
climate	0.291881734282273	NN
change	0.402565546215053	NN

Urban Risk Assessment

Label: 11, with a score of: 0.954758858280638

Word	Score	PoS
urban	0.27622591898666	JJ
risk	0.0631828116343571	NN

Case Study Institutions and Adaptation in Louisiana and the Netherlands

Label: 16, with a score of: 0.877050948218713

Word	Score	PoS
study	0	NN
institution	0.274477239401321	NN
adaptation	0	NN

Label: 10, with a score of: 0.316734806870855

Word	Score	PoS
study	0	NN
institution	0.0991236547760315	NN
adaptation	0	NN

Governing the Twenty First Century City

Label: 11, with a score of: 0.938448805363476

Word	Score	PoS
century	0	NN
city	0.607697021770652	NN

Label: 13, with a score of: 0.338648143512816

Word	Score	PoS
century	0.219293228426234	NN
city	0	NN

Decentralization of Governance

Label: 16, with a score of: 1

Word	Score	PoS
governance	0.107490825192354	NN

Vision The New Agenda for Business

Label: 17, with a score of: 0.690716710720098

Word	Score	PoS
vision	0.048933054487825	NN
agenda	0.0739231123597559	NN
business	0	NN

Label: 9, with a score of: 0.511327348448742

Word	Score	PoS
vision	0	NN
agenda	0	NN
business	0.0909486002868787	NN

Label: 16, with a score of: 0.456480595483526

Word	Score	PoS
vision	0	NN
agenda	0.0811931365363091	NN
business	0	NN

Case Study The Chicago Infrastructure Trust

Label: 9, with a score of: 0.89225846586613

Word	Score	PoS
study	0	NN
infrastructure	0.192202909044225	NN

Label: 7, with a score of: 0.302376361060488

Word	Score	PoS
study	0	NN
infrastructure	0.0651354046449052	NN

Reviving the Urban Environmental Accords

Label: 11, with a score of: 0.948381182857787

Word	Score	PoS
urban	0.27622591898666	JJ
environmental	0.0537696560159885	JJ

Case Study Participatory City Planning in Chhattisgarh

Label: 11, with a score of: 0.985054069183287

Word	Score	PoS
study	0	NN
participatory	0.055245183797332	JJ
city	0.607697021770652	NN
plan	0.0583751976558017	NN

Case Study Filling the Information Power Gap in Slums of Pune

Label: 11, with a score of: 0.594066206279285

Word	Score	PoS
study	0	NN
information	0	NN
power	0	NN
gap	0	NN
slum	0.146277152173395	NN

Label: 9, with a score of: 0.703601106931243

Word	Score	PoS
study	0	NN
information	0.0675706773907211	NN
power	0.0454743001434393	NN
gap	0.0602029956716497	NN
slum	0	NN

Mobile Phones Sweep Asia

Label: 9, with a score of: 1

Word	Score	PoS
phone	0.0602029956716497	NN
asia	0	IN

Cities Learning from Cities

Label: 11, with a score of: 0.977888279168848

Word	Score	PoS
city	0.607697021770652	NN
learn	0	VB

Label: 4, with a score of: 0.196737868674198

Word	Score	PoS
city	0	NN
learn	0.244520809605025	VB

Businesses Benefit from Sharing Information

Label: 9, with a score of: 0.784210110364597

Word	Score	PoS
business	0.0909486002868787	NN
share	0.0377086395700813	NN
information	0.0675706773907211	NN

Label: 17, with a score of: 0.394018126588884

Word	Score	PoS
business	0	NN
share	0.0766240489430275	NN
information	0.0219686053934784	NN

Label: 12, with a score of: 0.309778906365991

Word	Score	PoS
business	0.0409791940864438	NN
share	0	NN
information	0.0365348149782971	NN

Knowledge City Creative City or Informational City

Label: 11, with a score of: 0.993777217457802

Word	Score	PoS
knowledge	0	NN
city	0.607697021770652	NN

The Urban Infrastructure Initiative

Label: 11, with a score of: 0.748416287081393

Word	Score	PoS
urban	0.27622591898666	JJ
infrastructure	0.0194583992186006	NN
initiative	0	NN

Label: 9, with a score of: 0.486491094374724

Word	Score	PoS
urban	0	JJ
infrastructure	0.192202909044225	NN
initiative	0	NN

Label: 7, with a score of: 0.398905974494365

Word	Score	PoS
urban	0	JJ
infrastructure	0.0651354046449052	NN
initiative	0.0924643738905717	NN

Channeling Specialized Expertise in Academia

Label: 17, with a score of: 1

Word	Score	PoS
expertise	0.048933054487825	NN

Organizing Information from Urban Conferences VII VIII URBAN DEVELOPMENT SERIES KNOWLEDGE PAPERS Abbreviations and Acronyms Cities Climate Leadership Group CBD United Nations Convention on Biological Diversity CDM Clean Development Mechanism CNG Compressed natural gas CUD Connected Urban Development program EO Earth observation GCI Great Cities Institute GDP Gross domestic product GER Gross energy requirement GIS Geographic information systems IBSG Internet Business Solutions Group ICLEI International Council for Local Environmental Initiatives ICT Information and communications technology IFI international financial institution IPCC Intergovernmental Panel on Climate Change IRP integrated resource planning ISO International Organization for Standardization LCA Life cycle assessment MDB Multilateral development bank MSW Municipal solid waste OECD Organisation for Economic Co operation and Development PER Process energy requirement PES Payments for ecosystem services RFSC Reference Framework for Sustainable Cities SSD Smarter Sustainable Dubuque TDR Transferable Development Rights UCLG United Cities and Local Governments UEA Urban Environmental Accords UN United Nations UNEP United Nations Environmental Programme USC Urban Systems Collaborative USGBC U

Label: 11, with a score of: 0.735951587283787

Word	Score	PoS
organize	0	VB
information	0	NN
urban	0.27622591898666	JJ
conference	0	NN
development	0.0100241617629471	NN
knowledge	0	NN
city	0.607697021770652	NN
climate	0.0229054731708393	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0.0229054731708393	JJ
gas	0	NN
earth	0.04477822029736	NN
gdp	0	NN
gross	0.0373517915079663	JJ
domestic	0.0315914058171786	JJ
product	0.0268848280079943	NN
energy	0.0492535935240667	NN
geographic	0	JJ
system	0.0315914058171786	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0	JJ
local	0.0194583992186006	JJ
environmental	0.0537696560159885	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0	NN
intergovernmental	0	JJ
panel	0	NN
change	0.0315914058171786	NN
integrate	0.0537696560159885	VB
resource	0.0449504361447405	NN
plan	0.0583751976558017	NN
organization	0	NN
life	0.0112376090361851	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0.0731385760866977	JJ
waste	0.0373517915079663	NN
oecd	0	NN
economic	0.0389167984372011	JJ
process	0	NN
ecosystem	0	NN
service	0.0269743071558856	NN
framework	0.0194583992186006	NN
sustainable	0.00782503464617421	JJ
rights	0	NNS
government	0	NN
programme	0	NN

Label: 13, with a score of: 0.315138667217319

Word	Score	PoS
organize	0	VB
information	0	NN
urban	0	JJ
conference	0	NN
development	0	NN
knowledge	0	NN
city	0	NN
climate	0.291881734282273	NN
leadership	0	NN
unite	0.0828215106044499	VB
nation	0.0671298309154199	NN
convention	0.0828215106044499	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0.0414107553022249	NN
natural	0.0171695137813101	JJ
gas	0.0671298309154199	NN
earth	0	NN
gdp	0	NN
gross	0	JJ
domestic	0	JJ
product	0	NN
energy	0.0123065238088614	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0.0671298309154199	NN
international	0.00726580379728728	JJ
local	0.0145856516935579	JJ
environmental	0	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0	NN
intergovernmental	0.0828215106044499	JJ
panel	0.0548233071065585	NN
change	0.402565546215053	NN
integrate	0.0201523636533764	VB
resource	0	NN
plan	0.0291713033871158	NN
organization	0	NN
life	0.00842350130803634	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0	JJ
process	0	NN
ecosystem	0	NN
service	0	NN
framework	0.0291713033871158	NN
sustainable	0	JJ
rights	0	NNS
government	0	NN
programme	0	NN

Label: 7, with a score of: 0.288613708039875

Word	Score	PoS
organize	0	VB
information	0	NN
urban	0	JJ
conference	0	NN
development	0	NN
knowledge	0	NN
city	0	NN
climate	0.115011305411453	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0.125032076213024	JJ
mechanism	0	NN
natural	0	JJ
gas	0.0749457204978913	NN
earth	0	NN
gdp	0	NN
gross	0	JJ
domestic	0	JJ
product	0	NN
energy	0.494617163780726	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0.00540783824576293	JJ
local	0	JJ
environmental	0	JJ
initiative	0.0924643738905717	NN
communication	0	NN
technology	0.109914925284606	NN
institution	0	NN
intergovernmental	0	JJ
panel	0	NN
change	0.105749654845006	NN
integrate	0	VB
resource	0	NN
plan	0	NN
organization	0	NN
life	0.0188084899376888	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0.0625160381065121	NN
oecd	0	NN
economic	0	JJ
process	0	NN
ecosystem	0	NN
service	0.0451471467893167	NN
framework	0	NN
sustainable	0.0104774661535722	JJ
rights	0	NNS
government	0	NN
programme	0.0274787313211514	NN

Label: 17, with a score of: 0.251170684173357

Word	Score	PoS
organize	0	VB
information	0.0219686053934784	NN
urban	0	JJ
conference	0	NN
development	0.0469463607292177	NN
knowledge	0.0499801157438617	NN
city	0	NN
climate	0	NN
leadership	0.036961556179878	NN
unite	0.036961556179878	VB
nation	0.0299586785922821	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0.147846224719512	NN
natural	0	JJ
gas	0	NN
earth	0	NN
gdp	0	NN
gross	0.0249900578719309	JJ
domestic	0.0634082886861185	JJ
product	0.017987180284335	NN
energy	0.0109843026967392	NN
geographic	0.048933054487825	JJ
system	0.0211360962287062	NN
internet	0.0739231123597559	NN
business	0	NN
solution	0	NN
international	0.00648516099948979	JJ
local	0.0130185595639838	JJ
environmental	0	JJ
initiative	0.036961556179878	NN
communication	0.0499801157438617	NN
technology	0.109843026967392	NN
institution	0.0249900578719309	NN
intergovernmental	0	JJ
panel	0	NN
change	0	NN
integrate	0	VB
resource	0.0375923735942499	NN
plan	0.0130185595639838	NN
organization	0.0422721924574123	NN
life	0	NN
cycle	0	NN
multilateral	0.048933054487825	JJ
bank	0.036961556179878	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0	JJ
process	0	NN
ecosystem	0	NN
service	0	NN
framework	0.0130185595639838	NN
sustainable	0.0115176738164035	JJ
rights	0	NNS
government	0.048933054487825	NN
programme	0	NN

Label: 12, with a score of: 0.221981473152035

Word	Score	PoS
organize	0	VB
information	0.0365348149782971	NN
urban	0	JJ
conference	0	NN
development	0.022306853314744	NN
knowledge	0	NN
city	0	NN
climate	0	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0.0509717462875914	JJ
gas	0.0332151194779746	NN
earth	0	NN
gdp	0	NN
gross	0	JJ
domestic	0	JJ
product	0.0199423462679015	NN
energy	0.133960988253756	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0.0409791940864438	NN
solution	0	NN
international	0.0023966944644375	JJ
local	0.0144336476662975	JJ
environmental	0.0598270388037045	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0	NN
intergovernmental	0	JJ
panel	0	NN
change	0	NN
integrate	0.0199423462679015	VB
resource	0.0416785799329393	NN
plan	0.0144336476662975	NN
organization	0	NN
life	0.0250071479597636	NN
cycle	0.108503934593034	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0.138532104381853	NN
oecd	0.108503934593034	NN
economic	0.0433009429988926	JJ
process	0	NN
ecosystem	0.0234335422829798	NN
service	0.00666957305782837	NN
framework	0.028867295332595	NN
sustainable	0.0162522423871414	JJ
rights	0	NNS
government	0	NN
programme	0.0121782716594324	NN

Label: 5, with a score of: 0.12864646094442

Word	Score	PoS
organize	0	VB
information	0.02046578088155	NN
urban	0	JJ
conference	0.18234260265061	NN
development	0.0124956749436837	NN
knowledge	0	NN
city	0	NN
climate	0	NN
leadership	0.0688661930304451	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0.0285529457667019	JJ
gas	0	NN
earth	0	NN
gdp	0	NN
gross	0	JJ
domestic	0.0393804437159645	JJ
product	0	NN
energy	0	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0.00402768349408688	JJ
local	0	JJ
environmental	0	JJ
initiative	0	NN
communication	0.0465610847355851	NN
technology	0.0409315617631	NN
institution	0	NN
intergovernmental	0	JJ
panel	0	NN
change	0	NN
integrate	0	VB
resource	0.0280166088658745	NN
plan	0	NN
organization	0	NN
life	0.0140083044329373	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0.0727679293221751	JJ
process	0.0558185411034276	NN
ecosystem	0	NN
service	0.022416649027415	NN
framework	0	NN
sustainable	0.00390173629172995	JJ
rights	0.078760887431929	NNS
government	0	NN
programme	0.02046578088155	NN

Label: 8, with a score of: 0.116447014180924

Word	Score	PoS
organize	0	VB
information	0	NN
urban	0	JJ
conference	0	NN
development	0.0055149369084567	NN
knowledge	0	NN
city	0	NN
climate	0	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0	JJ
gas	0	NN
earth	0	NN
gdp	0	NN
gross	0.0410992516792148	JJ
domestic	0.0695218668857431	JJ
product	0.0591643007226199	NN
energy	0	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0.00355521737836969	JJ
local	0.0214106369326177	JJ
environmental	0.0295821503613099	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0.0410992516792148	NN
intergovernmental	0	JJ
panel	0	NN
change	0	NN
integrate	0.0295821503613099	VB
resource	0.0123650647908625	NN
plan	0	NN
organization	0.0347609334428716	NN
life	0.0123650647908625	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0.128463821595706	JJ
process	0	NN
ecosystem	0	NN
service	0.0197870712294258	NN
framework	0.0428212738652355	NN
sustainable	0.00688808874408283	JJ
rights	0.0347609334428716	NNS
government	0	NN
programme	0.0180650490434051	NN

Label: 16, with a score of: 0.112937430627232

Word	Score	PoS
organize	0.107490825192354	VB
information	0.0241291244414115	NN
urban	0	JJ
conference	0	NN
development	0.0368309542451156	NN
knowledge	0	NN
city	0	NN
climate	0	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0	JJ
gas	0	NN
earth	0	NN
gdp	0	NN
gross	0	JJ
domestic	0	JJ
product	0	NN
energy	0	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0.0189945307832458	JJ
local	0	JJ
environmental	0	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0.274477239401321	NN
intergovernmental	0	JJ
panel	0	NN
change	0	NN
integrate	0	VB
resource	0	NN
plan	0	NN
organization	0	NN
life	0	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0	JJ
process	0	NN
ecosystem	0	NN
service	0	NN
framework	0	NN
sustainable	0.00920028227269801	JJ
rights	0	NNS
government	0	NN
programme	0	NN

Label: 15, with a score of: 0.0887014037995602

Word	Score	PoS
organize	0	VB
information	0	NN
urban	0	JJ
conference	0	NN
development	0.0106357666046841	NN
knowledge	0	NN
city	0	NN
climate	0.032404008418326	NN
leadership	0	NN
unite	0	VB
nation	0	NN
convention	0	NN
biological	0	JJ
diversity	0	NN
clean	0	JJ
mechanism	0	NN
natural	0.016202004209163	JJ
gas	0	NN
earth	0.0316735178673487	NN
gdp	0	NN
gross	0	JJ
domestic	0	JJ
product	0.0190167691930804	NN
energy	0.0116130458375813	NN
geographic	0	JJ
system	0	NN
internet	0	NN
business	0	NN
solution	0	NN
international	0.00228545753063677	JJ
local	0.0275274877486226	JJ
environmental	0	JJ
initiative	0	NN
communication	0	NN
technology	0	NN
institution	0	NN
intergovernmental	0	JJ
panel	0	NN
change	0.0446918591208085	NN
integrate	0.0190167691930804	VB
resource	0.0317953333768269	NN
plan	0.0137637438743113	NN
organization	0	NN
life	0.00794883334420673	NN
cycle	0	NN
multilateral	0	JJ
bank	0	NN
municipal	0	JJ
waste	0	NN
oecd	0	NN
economic	0	JJ
process	0.0316735178673487	NN
ecosystem	0.134075577362426	NN
service	0.0127200410376242	NN
framework	0	NN
sustainable	0.00664197120025784	JJ
rights	0	NNS
government	0	NN
programme	0	NN